Pandas Profiling Report

Dataset statistics

Number of variables	19
Number of observations	149956
Missing cells	1929140
Missing cells (%)	67.7%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	22.9 MiB
Average record size in memory	160.0 B

Variable types

Numeric	12
Categorical	4
Text	2
DateTime	1

Alerts

`footnote` has constant value ""	Constant
`data_type` is highly imbalanced (50.1%)	Imbalance
`derivation_id` is highly imbalanced (89.3%)	Imbalance
`unit_name` is highly imbalanced (51.9%)	Imbalance
`data_type` has 114578 (76.4%) missing values	Missing
`description` has 114586 (76.4%) missing values	Missing
`food_category_id` has 114600 (76.4%) missing values	Missing
`publication_date` has 114578 (76.4%) missing values	Missing
`id` has 35378 (23.6%) missing values	Missing
`nutrient_id` has 35851 (23.9%) missing values	Missing
`amount` has 35851 (23.9%) missing values	Missing
`data_points` has 38324 (25.6%) missing values	Missing
`derivation_id` has 35860 (23.9%) missing values	Missing
`min` has 139150 (92.8%) missing values	Missing
`max` has 139150 (92.8%) missing values	Missing
`median` has 138548 (92.4%) missing values	Missing
`footnote` has 149953 (> 99.9%) missing values	Missing
`min_year_acqured` has 124305 (82.9%) missing values	Missing
`name` has 149483 (99.7%) missing values	Missing
`unit_name` has 149483 (99.7%) missing values	Missing
`nutrient_nbr` has 149495 (99.7%) missing values	Missing
`rank` has 149494 (99.7%) missing values	Missing
`amount` is highly skewed (γ1 = 45.27538282)	Skewed
`min` is highly skewed (γ1 = 57.3891599)	Skewed
`max` is highly skewed (γ1 = 44.33747669)	Skewed
`median` is highly skewed (γ1 = 52.0960738)	Skewed
`amount` has 25966 (17.3%) zeros	Zeros
`min` has 3430 (2.3%) zeros	Zeros
`max` has 2422 (1.6%) zeros	Zeros
`median` has 2967 (2.0%) zeros	Zeros

Reproduction

Analysis started	2023-06-21 23:05:45.346755
Analysis finished	2023-06-21 23:06:02.552043
Duration	17.21 seconds
Software version	ydata-profiling vv4.3.1
Download configuration	config.json

fdc_id
Real number (ℝ)

Distinct	35378
Distinct (%)	23.7%
Missing	473
Missing (%)	0.3%
Infinite	0
Infinite (%)	0.0%
Mean	753370.81

Minimum	319874
Maximum	2007412
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	319874
5-th percentile	322258.1
Q1	328451
median	335473
Q3	790379
95-th percentile	2003599
Maximum	2007412
Range	1687538
Interquartile range (IQR)	461928

Descriptive statistics

Standard deviation	612415.95
Coefficient of variation (CV)	0.81290108
Kurtosis	-0.2804282
Mean	753370.81
Median Absolute Deviation (MAD)	12582
Skewness	1.1659583
Sum	1.1261613 × 10¹¹
Variance	3.750533 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1999630	160	0.1%
322228	158	0.1%
746782	158	0.1%
1750337	158	0.1%
322559	158	0.1%
746778	158	0.1%
321359	158	0.1%
746776	158	0.1%
322892	158	0.1%
746772	158	0.1%
Other values (35368)	147901	98.6%
(Missing)	473	0.3%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
319874	1	< 0.1%
319875	1	< 0.1%
319876	1	< 0.1%
319877	5	< 0.1%
319878	10	< 0.1%
319879	1	< 0.1%
319880	1	< 0.1%
319881	1	< 0.1%
319882	5	< 0.1%
319883	2	< 0.1%

Value	Count	Frequency (%)
2007412	2	< 0.1%
2007411	2	< 0.1%
2007410	2	< 0.1%
2007409	2	< 0.1%
2007408	2	< 0.1%
2007407	2	< 0.1%
2007406	2	< 0.1%
2007405	2	< 0.1%
2007404	2	< 0.1%
2007403	2	< 0.1%

data_type
Categorical

IMBALANCE MISSING

Distinct	5
Distinct (%)	< 0.1%
Missing	114578
Missing (%)	76.4%
Memory size	2.3 MiB

sub_sample_food	26431
market_acquisition	5706
sample_food	2208
agricultural_acquisition	810
foundation_food	223

Length

Max length	24
Median length	15
Mean length	15.440274
Min length	11

Characters and Unicode

Total characters	546246
Distinct characters	20
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	sample_food
2nd row	market_acquisition
3rd row	market_acquisition
4th row	sub_sample_food
5th row	sub_sample_food

Common Values

Value	Count	Frequency (%)
sub_sample_food	26431	17.6%
market_acquisition	5706	3.8%
sample_food	2208	1.5%
agricultural_acquisition	810	0.5%
foundation_food	223	0.1%
(Missing)	114578	76.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
sub_sample_food	26431	74.7%
market_acquisition	5706	16.1%
sample_food	2208	6.2%
agricultural_acquisition	810	2.3%
foundation_food	223	0.6%

Most occurring characters

Value	Count	Frequency (%)
o	64686	11.8%
_	61809	11.3%
s	61586	11.3%
a	42704	7.8%
u	34790	6.4%
m	34345	6.3%
e	34345	6.3%
l	30259	5.5%
d	29085	5.3%
f	29085	5.3%
Other values (10)	123552	22.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	484437	88.7%
Connector Punctuation	61809	11.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
o	64686	13.4%
s	61586	12.7%
a	42704	8.8%
u	34790	7.2%
m	34345	7.1%
e	34345	7.1%
l	30259	6.2%
d	29085	6.0%
f	29085	6.0%
p	28639	5.9%
Other values (9)	94913	19.6%

Connector Punctuation

Value	Count	Frequency (%)
_	61809	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	484437	88.7%
Common	61809	11.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
o	64686	13.4%
s	61586	12.7%
a	42704	8.8%
u	34790	7.2%
m	34345	7.1%
e	34345	7.1%
l	30259	6.2%
d	29085	6.0%
f	29085	6.0%
p	28639	5.9%
Other values (9)	94913	19.6%

Common

Value	Count	Frequency (%)
_	61809	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	546246	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
o	64686	11.8%
_	61809	11.3%
s	61586	11.3%
a	42704	7.8%
u	34790	6.4%
m	34345	6.3%
e	34345	6.3%
l	30259	5.5%
d	29085	5.3%
f	29085	5.3%
Other values (10)	123552	22.6%

description
Text

MISSING

Distinct	11406
Distinct (%)	32.2%
Missing	114586
Missing (%)	76.4%
Memory size	2.3 MiB

Length

Max length	128
Median length	110
Mean length	39.958128
Min length	3

Characters and Unicode

Total characters	1413319
Distinct characters	78
Distinct categories	10 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	10969 ?
Unique (%)	31.0%

Sample

1st row	HUMMUS, SABRA CLASSIC
2nd row	HUMMUS, SABRA CLASSIC
3rd row	HUMMUS, SABRA CLASSIC
4th row	Hummus
5th row	Hummus

Value	Count	Frequency (%)
	9408	4.6%
milk	5613	2.7%
shelf	5427	2.6%
stable	5427	2.6%
plain	4470	2.2%
unsweetened	4135	2.0%
oil	2940	1.4%
mushrooms	2881	1.4%
raw	2617	1.3%
cheese	2586	1.3%
Other values (10838)	160297	77.9%

Most occurring characters

Value	Count	Frequency (%)
	172292	12.2%
,	86851	6.1%
E	70733	5.0%
e	53339	3.8%
A	50771	3.6%
N	50141	3.5%
S	44362	3.1%
L	43277	3.1%
I	41190	2.9%
T	39622	2.8%
Other values (68)	760741	53.8%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	647236	45.8%
Lowercase Letter	407791	28.9%
Space Separator	172292	12.2%
Other Punctuation	93028	6.6%
Decimal Number	56891	4.0%
Dash Punctuation	15210	1.1%
Close Punctuation	10408	0.7%
Open Punctuation	10408	0.7%
Connector Punctuation	54	< 0.1%
Control	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	53339	13.1%
a	37245	9.1%
r	33301	8.2%
s	31766	7.8%
n	30531	7.5%
o	30025	7.4%
i	29732	7.3%
t	24995	6.1%
l	17746	4.4%
d	17417	4.3%
Other values (17)	101694	24.9%

Uppercase Letter

Value	Count	Frequency (%)
E	70733	10.9%
A	50771	7.8%
N	50141	7.7%
S	44362	6.9%
L	43277	6.7%
I	41190	6.4%
T	39622	6.1%
O	36779	5.7%
R	33444	5.2%
F	26332	4.1%
Other values (16)	210585	32.5%

Decimal Number

Value	Count	Frequency (%)
0	16360	28.8%
1	15081	26.5%
2	9114	16.0%
9	4087	7.2%
4	3033	5.3%
3	2644	4.6%
6	2011	3.5%
7	1652	2.9%
8	1488	2.6%
5	1421	2.5%

Other Punctuation

Value	Count	Frequency (%)
,	86851	93.4%
%	2622	2.8%
/	2103	2.3%
&	745	0.8%
;	374	0.4%
.	189	0.2%
"	60	0.1%
#	43	< 0.1%
'	41	< 0.1%

Space Separator

Value	Count	Frequency (%)
	172292	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	15210	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	10408	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	10408	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	54	100.0%

Control

Value	Count	Frequency (%)
	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1055027	74.6%
Common	358292	25.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
E	70733	6.7%
e	53339	5.1%
A	50771	4.8%
N	50141	4.8%
S	44362	4.2%
L	43277	4.1%
I	41190	3.9%
T	39622	3.8%
a	37245	3.5%
O	36779	3.5%
Other values (43)	587568	55.7%

Common

Value	Count	Frequency (%)
	172292	48.1%
,	86851	24.2%
0	16360	4.6%
-	15210	4.2%
1	15081	4.2%
)	10408	2.9%
(	10408	2.9%
2	9114	2.5%
9	4087	1.1%
4	3033	0.8%
Other values (15)	15448	4.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1413318	> 99.9%
None	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	172292	12.2%
,	86851	6.1%
E	70733	5.0%
e	53339	3.8%
A	50771	3.6%
N	50141	3.5%
S	44362	3.1%
L	43277	3.1%
I	41190	2.9%
T	39622	2.8%
Other values (67)	760740	53.8%

None

Value	Count	Frequency (%)
é	1	100.0%

food_category_id
Real number (ℝ)

MISSING

Distinct	18
Distinct (%)	0.1%
Missing	114600
Missing (%)	76.4%
Infinite	0
Infinite (%)	0.0%
Mean	9.1607365

Minimum	1
Maximum	25
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	9
Q3	13
95-th percentile	19
Maximum	25
Range	24
Interquartile range (IQR)	9

Descriptive statistics

Standard deviation	5.6993886
Coefficient of variation (CV)	0.62215397
Kurtosis	-0.50145529
Mean	9.1607365
Median Absolute Deviation (MAD)	5
Skewness	0.20859651
Sum	323887
Variance	32.48303
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=18)

Value	Count	Frequency (%)
11	6856	4.6%
1	6406	4.3%
9	5910	3.9%
16	3603	2.4%
4	2924	1.9%
14	1860	1.2%
5	1503	1.0%
20	1282	0.9%
15	913	0.6%
7	795	0.5%
Other values (8)	3304	2.2%
(Missing)	114600	76.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	6406	4.3%
2	386	0.3%
4	2924	1.9%
5	1503	1.0%
6	568	0.4%
7	795	0.5%
9	5910	3.9%
10	613	0.4%
11	6856	4.6%
12	267	0.2%

Value	Count	Frequency (%)
25	474	0.3%
20	1282	0.9%
19	54	< 0.1%
18	488	0.3%
16	3603	2.4%
15	913	0.6%
14	1860	1.2%
13	454	0.3%
12	267	0.2%
11	6856	4.6%

publication_date
Date

MISSING

Distinct	8
Distinct (%)	< 0.1%
Missing	114578
Missing (%)	76.4%
Memory size	2.3 MiB

Minimum	2019-04-01 00:00:00
Maximum	2021-10-28 00:00:00

Histogram

Histogram with fixed size bins (bins=8)

id
Real number (ℝ)

MISSING

Distinct	114578
Distinct (%)	100.0%
Missing	35378
Missing (%)	23.6%
Infinite	0
Infinite (%)	0.0%
Mean	6787445.7

Minimum	1001
Maximum	26845143
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1001
5-th percentile	2222558.9
Q1	2245552.2
median	2274245.5
Q3	8529199.8
95-th percentile	24468563
Maximum	26845143
Range	26844142
Interquartile range (IQR)	6283647.5

Descriptive statistics

Standard deviation	7174508.5
Coefficient of variation (CV)	1.0570263
Kurtosis	0.89886655
Mean	6787445.7
Median Absolute Deviation (MAD)	43533
Skewness	1.4983761
Sum	7.7769195 × 10¹¹
Variance	5.1473573 × 10¹³
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
8519641	1	< 0.1%
8519689	1	< 0.1%
8519697	1	< 0.1%
8519698	1	< 0.1%
8519644	1	< 0.1%
8519645	1	< 0.1%
8519643	1	< 0.1%
8519642	1	< 0.1%
8519640	1	< 0.1%
8519637	1	< 0.1%
Other values (114568)	114568	76.4%
(Missing)	35378	23.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1001	1	< 0.1%
1002	1	< 0.1%
1003	1	< 0.1%
1004	1	< 0.1%
1005	1	< 0.1%
1006	1	< 0.1%
1007	1	< 0.1%
1008	1	< 0.1%
1009	1	< 0.1%
1010	1	< 0.1%

Value	Count	Frequency (%)
26845143	1	< 0.1%
24474339	1	< 0.1%
24474338	1	< 0.1%
24474337	1	< 0.1%
24474336	1	< 0.1%
24474335	1	< 0.1%
24474334	1	< 0.1%
24474332	1	< 0.1%
24474331	1	< 0.1%
24474330	1	< 0.1%

nutrient_id
Real number (ℝ)

MISSING

Distinct	221
Distinct (%)	0.2%
Missing	35851
Missing (%)	23.9%
Infinite	0
Infinite (%)	0.0%
Mean	1219.1721

Minimum	1002
Maximum	2063
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1002
5-th percentile	1004
Q1	1091
median	1162
Q3	1289
95-th percentile	2006
Maximum	2063
Range	1061
Interquartile range (IQR)	198

Descriptive statistics

Standard deviation	228.66961
Coefficient of variation (CV)	0.18756139
Kurtosis	5.9387737
Mean	1219.1721
Median Absolute Deviation (MAD)	101
Skewness	2.3880506
Sum	1.3911363 × 10⁸
Variance	52289.79
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1051	3028	2.0%
1004	2998	2.0%
1098	2737	1.8%
1090	2737	1.8%
1091	2736	1.8%
1101	2736	1.8%
1087	2735	1.8%
1095	2735	1.8%
1089	2731	1.8%
1092	2724	1.8%
Other values (211)	86208	57.5%
(Missing)	35851	23.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1002	1915	1.3%
1003	1188	0.8%
1004	2998	2.0%
1005	177	0.1%
1007	2128	1.4%
1008	135	0.1%
1009	1042	0.7%
1010	887	0.6%
1011	890	0.6%
1012	889	0.6%

Value	Count	Frequency (%)
2063	18	< 0.1%
2062	34	< 0.1%
2061	34	< 0.1%
2060	34	< 0.1%
2059	91	0.1%
2057	91	0.1%
2053	36	< 0.1%
2052	70	< 0.1%
2051	18	< 0.1%
2050	18	< 0.1%

amount
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	5984
Distinct (%)	5.2%
Missing	35851
Missing (%)	23.9%
Infinite	0
Infinite (%)	0.0%
Mean	77.309247

Minimum	0
Maximum	40700
Zeros	25966
Zeros (%)	17.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.002
median	0.22
Q3	6.31
95-th percentile	318
Maximum	40700
Range	40700
Interquartile range (IQR)	6.308

Descriptive statistics

Standard deviation	671.96277
Coefficient of variation (CV)	8.691881
Kurtosis	2512.9354
Mean	77.309247
Median Absolute Deviation (MAD)	0.22
Skewness	45.275383
Sum	8821371.6
Variance	451533.97
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	25966	17.3%
0.001	1917	1.3%
0.002	1754	1.2%
0.003	1456	1.0%
0.004	1022	0.7%
0.005	912	0.6%
0.006	717	0.5%
0.007	710	0.5%
0.01	689	0.5%
0.008	628	0.4%
Other values (5974)	78334	52.2%
(Missing)	35851	23.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	25966	17.3%
3.75 × 10^-5	1	< 0.1%
6.25 × 10^-5	1	< 0.1%
0.000125	11	< 0.1%
0.00025	2	< 0.1%
0.0003	2	< 0.1%
0.000375	3	< 0.1%
0.0004375	2	< 0.1%
0.0005	7	< 0.1%
0.0005625	4	< 0.1%

Value	Count	Frequency (%)
40700	1	< 0.1%
40300	1	< 0.1%
40100	1	< 0.1%
39600	1	< 0.1%
39500	1	< 0.1%
39400	1	< 0.1%
39100	1	< 0.1%
39000	2	< 0.1%
38900	1	< 0.1%
38700	2	< 0.1%

data_points
Real number (ℝ)

MISSING

Distinct	51
Distinct (%)	< 0.1%
Missing	38324
Missing (%)	25.6%
Infinite	0
Infinite (%)	0.0%
Mean	2.030493

Minimum	1
Maximum	252
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	1
95-th percentile	8
Maximum	252
Range	251
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	7.2649315
Coefficient of variation (CV)	3.577915
Kurtosis	547.15659
Mean	2.030493
Median Absolute Deviation (MAD)	0
Skewness	19.947138
Sum	226668
Variance	52.77923
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1	100988	67.3%
8	2347	1.6%
6	1685	1.1%
12	1143	0.8%
2	1127	0.8%
4	810	0.5%
3	597	0.4%
5	520	0.3%
11	442	0.3%
24	204	0.1%
Other values (41)	1769	1.2%
(Missing)	38324	25.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	100988	67.3%
2	1127	0.8%
3	597	0.4%
4	810	0.5%
5	520	0.3%
6	1685	1.1%
7	177	0.1%
8	2347	1.6%
9	154	0.1%
10	47	< 0.1%

Value	Count	Frequency (%)
252	34	< 0.1%
250	2	< 0.1%
136	34	< 0.1%
135	2	< 0.1%
126	34	< 0.1%
125	2	< 0.1%
112	36	< 0.1%
78	34	< 0.1%
77	2	< 0.1%
73	65	< 0.1%

derivation_id
Categorical

IMBALANCE MISSING

Distinct	3
Distinct (%)	< 0.1%
Missing	35860
Missing (%)	23.9%
Memory size	2.3 MiB

1.0	111623
4.0	1686
49.0	787

Length

Max length	4
Median length	3
Mean length	3.0068977
Min length	3

Characters and Unicode

Total characters	343075
Distinct characters	5
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1.0
2nd row	1.0
3rd row	1.0
4th row	1.0
5th row	1.0

Common Values

Value	Count	Frequency (%)
1.0	111623	74.4%
4.0	1686	1.1%
49.0	787	0.5%
(Missing)	35860	23.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1.0	111623	97.8%
4.0	1686	1.5%
49.0	787	0.7%

Most occurring characters

Value	Count	Frequency (%)
.	114096	33.3%
0	114096	33.3%
1	111623	32.5%
4	2473	0.7%
9	787	0.2%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	228979	66.7%
Other Punctuation	114096	33.3%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	114096	49.8%
1	111623	48.7%
4	2473	1.1%
9	787	0.3%

Other Punctuation

Value	Count	Frequency (%)
.	114096	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	343075	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
.	114096	33.3%
0	114096	33.3%
1	111623	32.5%
4	2473	0.7%
9	787	0.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	343075	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
.	114096	33.3%
0	114096	33.3%
1	111623	32.5%
4	2473	0.7%
9	787	0.2%

min
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	1776
Distinct (%)	16.4%
Missing	139150
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	41.144909

Minimum	0
Maximum	37200
Zeros	3430
Zeros (%)	2.3%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.06
Q3	1.91
95-th percentile	122
Maximum	37200
Range	37200
Interquartile range (IQR)	1.91

Descriptive statistics

Standard deviation	552.77724
Coefficient of variation (CV)	13.434888
Kurtosis	3790.744
Mean	41.144909
Median Absolute Deviation (MAD)	0.06
Skewness	57.38916
Sum	444611.88
Variance	305562.68
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	3430	2.3%
0.002	157	0.1%
0.001	136	0.1%
0.003	102	0.1%
0.007	79	0.1%
0.01	77	0.1%
0.004	66	< 0.1%
0.03	65	< 0.1%
0.008	63	< 0.1%
0.006	62	< 0.1%
Other values (1766)	6569	4.4%
(Missing)	139150	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	3430	2.3%
0.001	136	0.1%
0.0015	2	< 0.1%
0.002	157	0.1%
0.0025	1	< 0.1%
0.003	102	0.1%
0.0035	2	< 0.1%
0.004	66	< 0.1%
0.005	61	< 0.1%
0.006	62	< 0.1%

Value	Count	Frequency (%)
37200	2	< 0.1%
8930	1	< 0.1%
5320	2	< 0.1%
5150	2	< 0.1%
5020	2	< 0.1%
4460	1	< 0.1%
4070	1	< 0.1%
3860	1	< 0.1%
3410	2	< 0.1%
3030	2	< 0.1%

max
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2019
Distinct (%)	18.7%
Missing	139150
Missing (%)	92.8%
Infinite	0
Infinite (%)	0.0%
Mean	64.185261

Minimum	0
Maximum	40700
Zeros	2422
Zeros (%)	1.6%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.002
median	0.176
Q3	3.7
95-th percentile	208.75
Maximum	40700
Range	40700
Interquartile range (IQR)	3.698

Descriptive statistics

Standard deviation	671.24011
Coefficient of variation (CV)	10.457854
Kurtosis	2530.3829
Mean	64.185261
Median Absolute Deviation (MAD)	0.176
Skewness	44.337477
Sum	693585.93
Variance	450563.28
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2422	1.6%
0.002	165	0.1%
0.003	148	0.1%
0.001	141	0.1%
0.006	99	0.1%
0.004	97	0.1%
0.01	84	0.1%
0.005	80	0.1%
0.007	73	< 0.1%
0.008	60	< 0.1%
Other values (2009)	7437	5.0%
(Missing)	139150	92.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2422	1.6%
0.0003	1	< 0.1%
0.0005	1	< 0.1%
0.001	141	0.1%
0.002	165	0.1%
0.003	148	0.1%
0.004	97	0.1%
0.005	80	0.1%
0.0055	1	< 0.1%
0.006	99	0.1%

Value	Count	Frequency (%)
40700	2	< 0.1%
14600	1	< 0.1%
9630	2	< 0.1%
8750	2	< 0.1%
8560	1	< 0.1%
7430	2	< 0.1%
7110	2	< 0.1%
7060	2	< 0.1%
6600	1	< 0.1%
5040	2	< 0.1%

median
Real number (ℝ)

MISSING SKEWED ZEROS

Distinct	2146
Distinct (%)	18.8%
Missing	138548
Missing (%)	92.4%
Infinite	0
Infinite (%)	0.0%
Mean	49.110512

Minimum	0
Maximum	38500
Zeros	2967
Zeros (%)	2.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0
median	0.13
Q3	3
95-th percentile	158
Maximum	38500
Range	38500
Interquartile range (IQR)	3

Descriptive statistics

Standard deviation	585.24524
Coefficient of variation (CV)	11.916904
Kurtosis	3299.6661
Mean	49.110512
Median Absolute Deviation (MAD)	0.13
Skewness	52.096074
Sum	560252.72
Variance	342512
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0	2967	2.0%
0.002	182	0.1%
0.001	135	0.1%
0.003	125	0.1%
0.004	97	0.1%
0.005	91	0.1%
0.01	87	0.1%
0.02	68	< 0.1%
0.07	62	< 0.1%
0.006	61	< 0.1%
Other values (2136)	7533	5.0%
(Missing)	138548	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	2967	2.0%
0.00025	1	< 0.1%
0.0005	1	< 0.1%
0.00075	2	< 0.1%
0.001	135	0.1%
0.001373	1	< 0.1%
0.0015	1	< 0.1%
0.00185	1	< 0.1%
0.002	182	0.1%
0.00225	2	< 0.1%

Value	Count	Frequency (%)
38500	2	< 0.1%
12800	1	< 0.1%
7860	2	< 0.1%
6550	2	< 0.1%
5800	2	< 0.1%
5760	1	< 0.1%
5560	2	< 0.1%
5040	2	< 0.1%
4280	1	< 0.1%
4210	1	< 0.1%

footnote
Categorical

CONSTANT MISSING

Distinct	1
Distinct (%)	33.3%
Missing	149953
Missing (%)	> 99.9%
Memory size	2.3 MiB

Trace amount	3

Length

Max length	12
Median length	12
Mean length	12
Min length	12

Characters and Unicode

Total characters	36
Distinct characters	11
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Trace amount
2nd row	Trace amount
3rd row	Trace amount

Common Values

Value	Count	Frequency (%)
Trace amount	3	< 0.1%
(Missing)	149953	> 99.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
trace	3	50.0%
amount	3	50.0%

Most occurring characters

Value	Count	Frequency (%)
a	6	16.7%
T	3	8.3%
r	3	8.3%
c	3	8.3%
e	3	8.3%
	3	8.3%
m	3	8.3%
o	3	8.3%
u	3	8.3%
n	3	8.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	30	83.3%
Uppercase Letter	3	8.3%
Space Separator	3	8.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	6	20.0%
r	3	10.0%
c	3	10.0%
e	3	10.0%
m	3	10.0%
o	3	10.0%
u	3	10.0%
n	3	10.0%
t	3	10.0%

Uppercase Letter

Value	Count	Frequency (%)
T	3	100.0%

Space Separator

Value	Count	Frequency (%)
	3	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	33	91.7%
Common	3	8.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	6	18.2%
T	3	9.1%
r	3	9.1%
c	3	9.1%
e	3	9.1%
m	3	9.1%
o	3	9.1%
u	3	9.1%
n	3	9.1%
t	3	9.1%

Common

Value	Count	Frequency (%)
	3	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	36	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	6	16.7%
T	3	8.3%
r	3	8.3%
c	3	8.3%
e	3	8.3%
	3	8.3%
m	3	8.3%
o	3	8.3%
u	3	8.3%
n	3	8.3%

min_year_acqured
Real number (ℝ)

MISSING

Distinct	19
Distinct (%)	0.1%
Missing	124305
Missing (%)	82.9%
Infinite	0
Infinite (%)	0.0%
Mean	2014.9956

Minimum	1999
Maximum	2021
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	1999
5-th percentile	2001
Q1	2016
median	2016
Q3	2016
95-th percentile	2020
Maximum	2021
Range	22
Interquartile range (IQR)	0

Descriptive statistics

Standard deviation	4.1825708
Coefficient of variation (CV)	0.0020757221
Kurtosis	5.29866
Mean	2014.9956
Median Absolute Deviation (MAD)	0
Skewness	-2.2196443
Sum	51686652
Variance	17.493899
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=19)

Value	Count	Frequency (%)
2016	16288	10.9%
2020	1469	1.0%
2018	1179	0.8%
2009	870	0.6%
2011	838	0.6%
2013	739	0.5%
2001	718	0.5%
2015	625	0.4%
2019	597	0.4%
2021	538	0.4%
Other values (9)	1790	1.2%
(Missing)	124305	82.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1999	162	0.1%
2000	414	0.3%
2001	718	0.5%
2003	99	0.1%
2006	38	< 0.1%
2008	163	0.1%
2009	870	0.6%
2010	137	0.1%
2011	838	0.6%
2012	348	0.2%

Value	Count	Frequency (%)
2021	538	0.4%
2020	1469	1.0%
2019	597	0.4%
2018	1179	0.8%
2017	278	0.2%
2016	16288	10.9%
2015	625	0.4%
2014	151	0.1%
2013	739	0.5%
2012	348	0.2%

name
Text

MISSING

Distinct	472
Distinct (%)	99.8%
Missing	149483
Missing (%)	99.7%
Memory size	2.3 MiB

Length

Max length	68
Median length	40
Mean length	14.881607
Min length	2

Characters and Unicode

Total characters	7039
Distinct characters	72
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	471 ?
Unique (%)	99.6%

Sample

1st row	Energy (Atwater General Factors)
2nd row	Energy (Atwater Specific Factors)
3rd row	Solids
4th row	Nitrogen
5th row	Protein

Value	Count	Frequency (%)
acid	40	3.9%
pufa	35	3.5%
total	33	3.3%
vitamin	29	2.9%
c	21	2.1%
sfa	21	2.1%
mufa	19	1.9%
acids	17	1.7%
fatty	14	1.4%
fiber	11	1.1%
Other values (515)	774	76.3%

Most occurring characters

Value	Count	Frequency (%)
i	556	7.9%
	544	7.7%
a	472	6.7%
e	418	5.9%
n	410	5.8%
t	410	5.8%
o	398	5.7%
l	303	4.3%
c	282	4.0%
r	277	3.9%
Other values (62)	2969	42.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4722	67.1%
Uppercase Letter	948	13.5%
Space Separator	544	7.7%
Decimal Number	382	5.4%
Other Punctuation	256	3.6%
Dash Punctuation	93	1.3%
Open Punctuation	41	0.6%
Close Punctuation	41	0.6%
Math Symbol	12	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	556	11.8%
a	472	10.0%
e	418	8.9%
n	410	8.7%
t	410	8.7%
o	398	8.4%
l	303	6.4%
c	282	6.0%
r	277	5.9%
s	213	4.5%
Other values (16)	983	20.8%

Uppercase Letter

Value	Count	Frequency (%)
F	141	14.9%
A	141	14.9%
P	77	8.1%
S	68	7.2%
C	66	7.0%
U	61	6.4%
T	60	6.3%
M	39	4.1%
V	35	3.7%
E	34	3.6%
Other values (14)	226	23.8%

Decimal Number

Value	Count	Frequency (%)
1	99	25.9%
2	81	21.2%
0	42	11.0%
3	35	9.2%
6	31	8.1%
8	28	7.3%
4	24	6.3%
5	21	5.5%
7	16	4.2%
9	5	1.3%

Other Punctuation

Value	Count	Frequency (%)
,	159	62.1%
:	87	34.0%
.	6	2.3%
'	2	0.8%
;	1	0.4%
/	1	0.4%

Math Symbol

Value	Count	Frequency (%)
+	11	91.7%
>	1	8.3%

Space Separator

Value	Count	Frequency (%)
	544	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	93	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	41	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	41	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5670	80.6%
Common	1369	19.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	556	9.8%
a	472	8.3%
e	418	7.4%
n	410	7.2%
t	410	7.2%
o	398	7.0%
l	303	5.3%
c	282	5.0%
r	277	4.9%
s	213	3.8%
Other values (40)	1931	34.1%

Common

Value	Count	Frequency (%)
	544	39.7%
,	159	11.6%
1	99	7.2%
-	93	6.8%
:	87	6.4%
2	81	5.9%
0	42	3.1%
(	41	3.0%
)	41	3.0%
3	35	2.6%
Other values (12)	147	10.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7039	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	556	7.9%
	544	7.7%
a	472	6.7%
e	418	5.9%
n	410	5.8%
t	410	5.8%
o	398	5.7%
l	303	4.3%
c	282	4.0%
r	277	3.9%
Other values (62)	2969	42.2%

unit_name
Categorical

IMBALANCE MISSING

Distinct	12
Distinct (%)	2.5%
Missing	149483
Missing (%)	99.7%
Memory size	2.3 MiB

G	204
MG	184
UG	69
KCAL	3
IU	3
Other values (7)	10

Length

Max length	7
Median length	2
Mean length	1.653277
Min length	1

Characters and Unicode

Total characters	782
Distinct characters	18
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	5 ?
Unique (%)	1.1%

Sample

1st row	KCAL
2nd row	KCAL
3rd row	G
4th row	G
5th row	G

Common Values

Value	Count	Frequency (%)
G	204	0.1%
MG	184	0.1%
UG	69	< 0.1%
KCAL	3	< 0.1%
IU	3	< 0.1%
UMOL_TE	3	< 0.1%
MCG_RE	2	< 0.1%
PH	1	< 0.1%
SP_GR	1	< 0.1%
kJ	1	< 0.1%
Other values (2)	2	< 0.1%
(Missing)	149483	99.7%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
g	204	43.1%
mg	184	38.9%
ug	69	14.6%
kcal	3	0.6%
iu	3	0.6%
umol_te	3	0.6%
mcg_re	2	0.4%
ph	1	0.2%
sp_gr	1	0.2%
kj	1	0.2%
Other values (2)	2	0.4%

Most occurring characters

Value	Count	Frequency (%)
G	463	59.2%
M	191	24.4%
U	75	9.6%
_	8	1.0%
E	7	0.9%
L	6	0.8%
C	5	0.6%
A	5	0.6%
T	4	0.5%
I	3	0.4%
Other values (8)	15	1.9%

Most occurring categories

Value	Count	Frequency (%)
Uppercase Letter	773	98.8%
Connector Punctuation	8	1.0%
Lowercase Letter	1	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
G	463	59.9%
M	191	24.7%
U	75	9.7%
E	7	0.9%
L	6	0.8%
C	5	0.6%
A	5	0.6%
T	4	0.5%
I	3	0.4%
O	3	0.4%
Other values (6)	11	1.4%

Connector Punctuation

Value	Count	Frequency (%)
_	8	100.0%

Lowercase Letter

Value	Count	Frequency (%)
k	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	774	99.0%
Common	8	1.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
G	463	59.8%
M	191	24.7%
U	75	9.7%
E	7	0.9%
L	6	0.8%
C	5	0.6%
A	5	0.6%
T	4	0.5%
I	3	0.4%
O	3	0.4%
Other values (7)	12	1.6%

Common

Value	Count	Frequency (%)
_	8	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	782	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
G	463	59.2%
M	191	24.4%
U	75	9.6%
_	8	1.0%
E	7	0.9%
L	6	0.8%
C	5	0.6%
A	5	0.6%
T	4	0.5%
I	3	0.4%
Other values (8)	15	1.9%

nutrient_nbr
Real number (ℝ)

MISSING

Distinct	461
Distinct (%)	100.0%
Missing	149495
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	516.19217

Minimum	200
Maximum	958
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	200
5-th percentile	225
Q1	321.2
median	510
Q3	691
95-th percentile	837
Maximum	958
Range	758
Interquartile range (IQR)	369.8

Descriptive statistics

Standard deviation	208.32844
Coefficient of variation (CV)	0.40358698
Kurtosis	-1.248768
Mean	516.19217
Median Absolute Deviation (MAD)	186
Skewness	0.15583541
Sum	237964.59
Variance	43400.737
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
675	1	< 0.1%
673	1	< 0.1%
672	1	< 0.1%
671	1	< 0.1%
670	1	< 0.1%
669	1	< 0.1%
668	1	< 0.1%
667	1	< 0.1%
666	1	< 0.1%
665	1	< 0.1%
Other values (451)	451	0.3%
(Missing)	149495	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
200	1	< 0.1%
201	1	< 0.1%
202	1	< 0.1%
203	1	< 0.1%
204	1	< 0.1%
205	1	< 0.1%
205.2	1	< 0.1%
206	1	< 0.1%
207	1	< 0.1%
208	1	< 0.1%

Value	Count	Frequency (%)
958	1	< 0.1%
957	1	< 0.1%
956	1	< 0.1%
955	1	< 0.1%
954	1	< 0.1%
953	1	< 0.1%
952	1	< 0.1%
951	1	< 0.1%
950	1	< 0.1%
861	1	< 0.1%

rank
Real number (ℝ)

MISSING

Distinct	352
Distinct (%)	76.2%
Missing	149494
Missing (%)	99.7%
Infinite	0
Infinite (%)	0.0%
Mean	235701.64

Minimum	50
Maximum	999999
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	2.3 MiB

Quantile statistics

Minimum	50
5-th percentile	1326.05
Q1	7252.5
median	14550
Q3	22075
95-th percentile	999999
Maximum	999999
Range	999949
Interquartile range (IQR)	14822.5

Descriptive statistics

Standard deviation	414985
Coefficient of variation (CV)	1.7606368
Kurtosis	-0.29677632
Mean	235701.64
Median Absolute Deviation (MAD)	7325
Skewness	1.3051822
Sum	1.0889416 × 10⁸
Variance	1.7221255 × 10¹¹
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
999999	105	0.1%
16211	2	< 0.1%
15100	2	< 0.1%
7500	2	< 0.1%
8730	2	< 0.1%
6250	2	< 0.1%
14250	2	< 0.1%
15601	1	< 0.1%
19200	1	< 0.1%
19100	1	< 0.1%
Other values (342)	342	0.2%
(Missing)	149494	99.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
50	1	< 0.1%
100	1	< 0.1%
200	1	< 0.1%
280	1	< 0.1%
290	1	< 0.1%
300	1	< 0.1%
400	1	< 0.1%
500	1	< 0.1%
600	1	< 0.1%
700	1	< 0.1%

Value	Count	Frequency (%)
999999	105	0.1%
23100	1	< 0.1%
23000	1	< 0.1%
22900	1	< 0.1%
22800	1	< 0.1%
22700	1	< 0.1%
22600	1	< 0.1%
22500	1	< 0.1%
22400	1	< 0.1%
22300	1	< 0.1%

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	fdc_id	data_type	description	food_category_id	publication_date	id	nutrient_id	amount	data_points	derivation_id	min	max	median	footnote	min_year_acqured	name	unit_name	nutrient_nbr	rank
0	319874.0	sample_food	HUMMUS, SABRA CLASSIC	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
1	319875.0	market_acquisition	HUMMUS, SABRA CLASSIC	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
2	319876.0	market_acquisition	HUMMUS, SABRA CLASSIC	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
3	319877.0	sub_sample_food	Hummus	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
4	319878.0	sub_sample_food	Hummus	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
5	319879.0	sample_food	HUMMUS, SABRA CLASSIC	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
6	319880.0	market_acquisition	HUMMUS, SABRA CLASSIC	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
7	319881.0	market_acquisition	HUMMUS, SABRA CLASSIC	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
8	319882.0	sub_sample_food	Hummus	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN
9	319883.0	sub_sample_food	Hummus	16.0	2019-04-01	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN

	fdc_id	data_type	description	food_category_id	publication_date	id	nutrient_id	amount	data_points	derivation_id	min	max	median	footnote	min_year_acqured	name	unit_name	nutrient_nbr	rank
463	NaN	NaN	NaN	NaN	NaN	2050.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Genistin	MG	718.0	19320.0
464	NaN	NaN	NaN	NaN	NaN	2051.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Glycitin	MG	719.0	19330.0
465	NaN	NaN	NaN	NaN	NaN	2057.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Ergothionine	MG	NaN	16255.0
466	NaN	NaN	NaN	NaN	NaN	2058.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Beta-glucan	G	NaN	1327.0
467	NaN	NaN	NaN	NaN	NaN	2059.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Vitamin D4	UG	NaN	8730.0
468	NaN	NaN	NaN	NaN	NaN	2060.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Ergosta-7-enol	MG	NaN	16210.0
469	NaN	NaN	NaN	NaN	NaN	2061.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Ergosta-7,22-dienol	MG	NaN	16211.0
470	NaN	NaN	NaN	NaN	NaN	2062.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Ergosta-5,7-dienol	MG	NaN	16211.0
471	NaN	NaN	NaN	NaN	NaN	2063.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Verbascose	G	NaN	2450.0
472	NaN	NaN	NaN	NaN	NaN	2064.0	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	NaN	Oligiosaccharides	MG	NaN	2250.0

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Connector Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Space Separator

Dash Punctuation

Close Punctuation

Open Punctuation

Connector Punctuation

Control

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

None

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Other Punctuation

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Decimal Number

Other Punctuation

Math Symbol

Space Separator

Dash Punctuation

Open Punctuation

Close Punctuation